Research Article

A Comparative Study of VaR Estimation for Structured Products

Table 1

Summary statistics for log returns in alternative periods.

NotesMeanStandard deviationSkewnessKurtosis

Panel A: May 13, 2004 to August 29, 2005

RUD 0.0002280.008842 0.1787422.808400102.61 (0.128)26.59 (0.10)
SPO0.0001990.006508 0.2784401.93347071.63 (0.502)96.86 (0.00)
DJQ0.0001120.006409 0.2992682.26474859.54 (0.146)14.22 (0.00)

Panel B: August 30, 2005 to April 30, 2008

RUD0.0001680.007301 0.1310153.071701103.00 (0.116)35.25 (0.00)
SPO0.0001410.008853 0.2954785.59154671.63 (0.602)130.22 (0.00)
DJQ0.0002670.0081660.1171003.48181461.75 (0.667)38.43 (0.00)

Panel C: May 13, 2004 to April 30, 2008

RUD0.0000380.007838 0.1682163.62211491.6 (0.556)56.37 (0.00)
SPO0.0001600.008155 0.2100995.64794865.09 (0.117)159.87 (0.00)
DJQ0.0002160.0076310.0444273.55094348.80 (0.667)58.72 (0.00)

Note that mean, standard deviation, skewness, and kurtosis are for log returns. and stand for Ljung-Box statistics for log returns and squared log returns, respectively. P-values are in parentheses. The symbol denotes significance at 10 percent level.